I'm really curious why the black woman gets away with not having zombies attack her. She even seemed surprised by the ones that walked by her, even though she had 2 on chains when we were first introduced to her that did not go after her.

This is explained in season 1 with the episode 'guts' and in season 3 again with the episode 'walk with me'